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Title: Transfer Learning in Hot Weapon Detection
Authors: Nguyen, Thi Khanh Tram
Doan, Trung Son
Nguyen, Thanh Thuy
Keywords: Surveillance Camera
Hot Weapon
Transfer Learning
CNN Model
Issue Date: Jul-2022
Publisher: Da Nang Publishing House
Abstract: Due to the recent increase in dangerous crimes, the application of information technology in danger warning is very necessary, including smart cameras to help solve many problems of social context. This paper focuses on improving the performance of surveillance cameras to detect hot weapons i.e. particular knives and guns, in both accuracy and diversity by applying a transfer learning algorithm, which helps to provide early warning. in practical problems. The results of the paper show that the proposed method is positive with good accuracy when applied in practice, especially the model gives good accuracy with small data sets.
Description: The 11th Conference on Information Technology and its Applications; Poster; pp. 01-10.
Appears in Collections:CITA 2022

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